A bi-directional LSTM with two parallel phase-processing planes predicts colorectal liver metastases from multi-phase follow-up CTs with AUC 0.79, modestly beating four published baselines.
World journal of surgical oncology 20(1), 80 (2022)
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MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans
A bi-directional LSTM with two parallel phase-processing planes predicts colorectal liver metastases from multi-phase follow-up CTs with AUC 0.79, modestly beating four published baselines.